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Multimodal signals, including text, audio, image, and video, can be integrated into Semantic Communication (SC) systems to provide an immersive experience with low latency and high quality at the semantic level.
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H. Xie, Z. Qin, G. Y. Li, and B.-H. Juang, “Deep learning enabled semantic communication systems,” IEEE Transactions on Signal Processing , vol. 69, pp. 2663–2675, 2021
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Y. Dong, H. Wang, and Y.-D. Yao, “Channel estimation for one-bit multiuser massive MIMO using conditional gan,” IEEE Communications Letters , vol. 25, no. 3, pp. 854–858, 2021
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X. Luo, H.-H. Chen, and Q. Guo, “Semantic communications: Overview, open issues, and future research directions,” IEEE Wireless Communications , vol. 29, no. 1, pp. 210–219, 2022
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H. Xie, Z. Qin, X. Tao, and K. B. Letaief, “Task-oriented multi-user semantic communications,” IEEE Journal on Selected Areas in Communications , vol. 40, no. 9, pp. 2584–2597, 2022
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K. He, X. Chen, S. Xie, Y. Li, P. Dollár, and R. Girshick, “Masked autoencoders are scalable vision learners,” in Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , 2022, pp. 16 000–16 009
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2023
Cited alongside, same era.
2023
Closest in time.
J. Phang, Y. Mao, P. He, and W. Chen, “Hypertuning: Toward adapting large language models without back-propagation,” in International Conference on Machine Learning . PMLR, 2023, pp. 27 854–27 875
2023
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W. Zhang, H. Zhang, H. Ma, H. Shao, N. Wang, and V. C. M. Leung, “Predictive and adaptive deep coding for wireless image transmission in semantic communication,” IEEE Transactions on Wireless Communications , vol. 22, no. 8, pp. 5486–5501, 2023
2023
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G. Liu, H. Du, D. Niyato, J. Kang, Z. Xiong, D. I. Kim, and X. Shen, “Semantic communications for artificial intelligence generated content (AIGC) toward effective content creation,” IEEE Network , pp. 1–1, 2024
2024
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2023
Cited alongside, same era.
F. Jiang, Y. Peng, L. Dong, K. Wang, K. Yang, C. Pan, and X. You, “Large AI model-based semantic communications,” IEEE Wireless Communications , vol. 31, no. 3, pp. 68–75, 2024
2024
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